Intelligent construction system for supervising and inspecting service

Abstract

The invention discloses an intelligent construction system for supervising and inspecting business, and belongs to the technical field of computer software. A user designs a business process through a low-code development module, and calls a template in a business template library module to quickly construct an application; the data integration interface module collects data from an external data source and transmits the data to the dynamic compliance rule engine for compliance verification; the intelligent form and report generation module automatically generates a check form, and the check behavior is ensured to be compliant in combination with the geofence function of the permission and security control module; the risk prediction and decision support module analyzes historical data, triggers risk early warning and assists a user in adjusting an inspection plan; the authority and safety control module ensures the integrity of operation authority and data. Each module focuses on a single responsibility, and in combination with a dynamic compliance rule engine module, an authority and safety control module and the like, the intelligence and safety of the system are improved, the development efficiency of supervision and inspection services is improved, the labor cost is reduced, and service changes are quickly adapted.

Description

Technical Field

[0001] The present invention relates to the technical field of computer software, and particularly to an intelligent construction system for supervision and inspection services. Background Art

[0002] In the current complex and ever-changing business environment and increasingly stringent regulatory requirements, the demand for supervision and inspection services shows a trend of rapid change and in-depth refinement. Traditional supervision and inspection service software relies on professional software development teams during the development process, and a large amount of time is required for code writing, testing, and subsequent maintenance. This not only results in a long development cycle and high costs, but also faces numerous difficulties in software update and iteration when business requirements change, making it difficult to quickly respond to the flexibility requirements of the business. In addition, users in different departments and levels have different requirements for data access permissions and operation functions when using supervision and inspection software, and the flexibility and precision of traditional software in permission management are difficult to meet these needs. Therefore, there is an urgent need to develop an intelligent construction system that can quickly adapt to changes in supervision and inspection services, significantly improve work efficiency, reduce development and maintenance costs, and have a perfect permission management function. Summary of the Invention

[0003] The object of the present invention is to overcome the deficiencies in the prior art that software update and iteration face numerous difficulties and it is difficult to quickly respond to the flexibility requirements of the business; users in different departments and levels have different requirements for data access permissions and operation functions when using supervision and inspection software, and the flexibility and precision of traditional software in permission management are difficult to meet these needs, and to provide an intelligent construction system for supervision and inspection services.

[0004] In order to achieve the above object of the invention, the present invention provides the following technical solutions: An intelligent construction system for supervision and inspection services, including a low-code development module, a business template library module, a data integration interface module, a dynamic compliance rule engine module, an intelligent form and report generation module, a risk prediction and decision support module, and a permission and security control module; Users design business processes through the low-code development module and quickly build applications by calling templates in the business template library module; The data integration interface module collects data from external data sources and transmits it to the dynamic compliance rule engine for compliance verification; The intelligent form and report generation module automatically generates inspection forms, and combines with the geographical fence function of the permission and security control module to ensure the compliance of inspection behaviors; The risk prediction and decision support module analyzes historical data, triggers risk warnings, and assists users in adjusting inspection plans; The permission and security control module is used to ensure the integrity of operation permissions and data.

[0005] With the above technical solutions, each module focuses on a single responsibility, facilitating expansion and maintenance. Specific modules can be enabled according to requirements. Combining modules such as a dynamic compliance rule engine, permission, and security control can enhance the intelligence and security of the system, improve the development efficiency of supervision and inspection operations, reduce labor costs, and quickly adapt to business changes.

[0006] As a preferred embodiment of the present invention, the low-code development module includes: A visual operation interface: for users to place corresponding predefined components on the design canvas according to business needs; A component parameter configuration unit: for users to configure parameters for each component placed on the design canvas through an attribute panel; A process designer: for users to intuitively design supervision and inspection business processes in a graphical manner.

[0007] As a preferred embodiment of the present invention, the business template library module incorporates multiple preset templates for different supervision and inspection scenarios. The preset templates are designed based on common supervision and inspection business types and industry standards, covering safety supervision templates, environmental inspection templates, and compliance review templates. Each template includes the basic business process, data form, and report format under the corresponding business scenario; At the same time, users can modify and improve the preset templates according to actual business needs.

[0008] As a preferred embodiment of the present invention, the data integration interface module supports seamless docking with multiple external data sources, is compatible with multiple transmission protocols, and through a scheduled task or event trigger mechanism, can automatically and timely obtain the latest data from the data source and update it to the local database or cache.

[0009] As a preferred embodiment of the present invention, the dynamic compliance rule engine module includes: A policy text parsing unit: pre-training various regulatory texts through an artificial intelligence model to extract corresponding key constraint conditions; A rule mapping unit: converting the extracted key constraint conditions into logical judgment nodes; A dynamic update unit: when detecting a regulatory amendment, automatically capturing the new regulatory text and updating the rule library.

[0010] As a preferred embodiment of the present invention, the intelligent form and report generation module includes: A semantic analysis and template generation unit: using semantic analysis technology, combining supervision business types and industry standards, to automatically generate inspection form templates including required fields and verification rules; Report Automatic Generation Unit: It can automatically generate various supervision and inspection reports according to the rules set by users and the collected data.

[0011] As a preferred solution of the present invention, the risk prediction and decision-making support module uses historical inspection data, adopts random forest and support vector machine for feature extraction and model training, actively identifies high-risk inspection items, and provides risk warnings in a timely manner.

[0012] As a preferred solution of the present invention, the permission and security control module is integrated with the GPS positioning system to obtain the user's location information in real time. When the user exceeds the specified geographical fence area, its inspection operation permission is automatically restricted.

[0013] As a preferred solution of the present invention, the intelligent construction system further includes a system and basic information configuration module for role management, permission management, and account management; Adopting a role-permission mapping model, users are divided into different roles, and corresponding permission sets are accurately assigned to each role, and flexible permission settings can be made according to the attributes of the data and the links of the business process.

[0014] As a preferred solution of the present invention, the intelligent construction system further includes: Data Library: Used to store and update data files and implement file calls; Business Project Library: Used for the entry of business projects, the selection of business templates, the design of inspection rules, and the formulation of inspection plans; Object Library: Used to manage inspection objects; Supervision and Inspection Business Management Module: Used for task management, on-site inspection, and inspection rectification; Inspection Archive Module: Used for inspection archives.

[0015] Compared with the prior art, the beneficial effects of the present application are: 1. Improve development efficiency: The low-code development module enables non-professional programmers to quickly customize the supervision and inspection business processes and functional modules. Compared with the traditional code writing method, the development time is greatly shortened, which can be shortened by several times or even dozens of times, and can quickly respond to the dynamic changes of business requirements.

[0016] 2. Reduce labor costs: Reduce the dependence on professional software developers. Internal business personnel of the enterprise can directly participate in the development and customization of the software, effectively reducing the labor costs of software development and maintenance. At the same time, the rapid adaptability of the software to business changes reduces the repeated development costs caused by business adjustments.

[0017] 3. Quick adaptation to business changes: The organic combination of the business template library and the low-code development module enables users to quickly modify and improve the supervision and inspection business applications according to actual business needs. When business rules, inspection standards, or processes change, users can adjust the software with simple operations without having to rewrite a large amount of code.

[0018] 4. Efficient data integration: The data integration interface can be docked with multiple external data sources to achieve real-time data acquisition and synchronization, ensuring the accuracy and timeliness of the data used in the supervision and inspection business. This helps to improve the accuracy and scientific nature of the supervision and inspection work and avoid decision-making mistakes caused by data lag or inaccuracy.

[0019] 5. Intelligent report generation: The intelligent report generator can automatically generate various reports according to user needs and supports customizing report formats and contents, greatly improving the efficiency and quality of report production. Users do not need to manually organize and produce reports, saving a lot of time and effort.

[0020] 6. Perfect permission management: The user permission management system adopts a role-permission mapping model and fine-grained permission control, effectively ensuring the security of data and the compliance of business processes. Users at different levels can only operate within their permission ranges, effectively preventing data leakage and illegal operations. Description of the Drawings

[0021] By reading the detailed description of the preferred embodiments below, various other advantages and benefits will become clear to those of ordinary skill in the art. The drawings are only for the purpose of showing the preferred embodiments and are not considered to be a limitation of the present invention. Throughout the drawings, the same reference numerals are used to represent the same components. In the drawings: Figure 1 It is a schematic structural diagram of an intelligent construction system for supervision and inspection business according to Embodiment 1 of the present invention. Detailed Embodiments

[0022] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all of the embodiments. Usually, the components of the embodiments of the present invention described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present invention provided in the drawings is not intended to limit the scope of the present invention to be protected, but only represents the selected embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts fall within the scope of protection of the present invention.

[0023] It should be noted that similar reference numerals and letters denote similar items in the following figures. Therefore, once an item is defined in one figure, it does not need to be further defined and explained in subsequent figures. At the same time, in the description of the present invention, terms such as "first", "second", etc. are only used for distinguishing descriptions and cannot be understood as indicating or implying relative importance, or implying any such actual relationship or order between these entities or operations. In addition, terms such as "connected" and "coupled" can be directly connected between components or indirectly connected via other components.

[0024] Embodiment 1

[0025] An intelligent construction system for supervision and inspection operations, as Figure 1 shown, includes a low-code development module, a business template library module, a data integration interface module, a dynamic compliance rule engine module, an intelligent form and report generation module, a risk prediction and decision support module, and a permission and security control module; The user designs a business process through the low-code development module and quickly builds an application by calling the templates in the business template library module; The data integration interface module collects data from an external data source and transmits it to the dynamic compliance rule engine module for compliance verification; The intelligent form and report generation module automatically generates inspection forms, and combines with the geofencing function of the permission and security control module to ensure the compliance of inspection behaviors; The risk prediction and decision support module analyzes historical data, triggers risk warnings, and assists users in adjusting inspection plans; The permission and security control module is used to ensure the integrity of operation permissions and data.

[0026] The low-code development module includes: Visual operation interface: Construct a graphical development environment, enabling non-professional programmers such as business analysts and supervisors of supervision and inspection operations to place predefined form components, process node components, data display components, etc. on the design canvas through simple drag-and-drop operations without writing a large amount of code, and easily constructing the prototype of a business application; Component parameter configuration unit: For each component dragged to the canvas, the user can perform detailed parameter configuration through the property panel. Taking the form component as an example, attributes such as field name, data type, and whether it is required can be set; for the process node component, key parameters such as node name, handler, and transfer conditions can be set to ensure the precise definition of the business process; Process Designer: Built-in visual process designer, enabling users to design supervision and inspection business processes in an intuitive graphical way. By dragging graphical nodes and using connection lines to clarify the process flow, users can easily create complex and logically rigorous business processes, such as task assignment processes, approval processes, data collection and feedback processes, etc. For example, in the safety supervision business, a complete closed-loop process can be designed from the assignment of on-site inspection tasks to supervisors, to the submission of inspection reports by supervisors, and then to the review by auditors.

[0027] The business template library module carefully builds in a variety of preset templates for different supervision and inspection scenarios. These templates are designed based on common supervision and inspection business types and industry standards, covering templates such as safety supervision, environmental inspection, and compliance review. Each template includes the basic business process, data form, and report format under the corresponding business scenario, providing users with an efficient starting point for business construction. For example, in the safety supervision template, a list of inspection items, a hidden danger record form, and a safety inspection report template have been preset.

[0028] Template Custom Editing: Empowers users to deeply modify and improve the preset templates according to actual business needs. Through the template editing function, users can flexibly add or delete specific business fields, adjust the order of process links, or modify the content displayed in the report. For example, in a specific safety supervision scenario of an enterprise, if it is necessary to add inspection items for specific equipment, users can directly add the corresponding fields and inspection processes in the safety supervision template to achieve rapid customization of the template.

[0029] The data integration interface module has strong data integration capabilities and can seamlessly connect with a variety of external data sources. Supported data sources include relational databases such as MySQL and Oracle within the enterprise, as well as non-relational databases such as MongoDB, for obtaining relevant business data such as employee information and equipment ledgers within the enterprise; at the same time, it accesses the government public data platform to obtain data such as policies, regulations, and industry standards closely related to supervision and inspection business; in addition, it can also connect with various sensor devices such as environmental monitoring sensors and safety alarm sensors to achieve real-time data collection, providing comprehensive and timely data support for supervision and inspection business; Supports multiple data transmission protocols such as HTTP, FTP, and JDBC, and can flexibly select the appropriate protocol for access according to the technical characteristics of different data sources to ensure the stability and efficiency of data transmission. For example, for the government public data platform that provides data through an HTTP interface, the software system can request and obtain data through the HTTP protocol; for relational databases within the enterprise, the JDBC protocol is used for data connection and query.

[0030] Achieve real-time data synchronization with external data sources. Through scheduled tasks or event-triggered mechanisms, the software system can automatically and promptly obtain the latest data from the data source and update it to the local database or cache. For example, when new data is collected on the mobile device, the software system can quickly obtain and update the relevant inspection data to ensure that the supervision and inspection operations are always carried out based on the latest data.

[0031] The dynamic compliance rule engine module includes: Policy text parsing unit: Pre-train various regulatory texts through an artificial intelligence model to extract corresponding key constraint conditions. For example, taking environmental protection regulations as an example, the intelligent model is pre-trained based on texts such as the "Atmospheric Pollution Prevention and Control Law" and the "Water Pollution Prevention and Control Regulations" to extract key constraint conditions such as "sulfur dioxide emission limit" and "wastewater treatment standard"; Rule mapping unit: Convert the extracted key constraint conditions into logical judgment nodes. For example, embed an automatic verification rule of "if the emission value > the standard limit value, then mark it as unqualified" in the inspection process; Dynamic update unit: When a regulatory amendment is detected (such as the update of the "Solid Waste Pollution Environment Prevention and Control Law"), automatically capture the new regulatory text and update the rule library without manual intervention.

[0032] The intelligent form and report generation module includes: Semantic analysis and template generation unit: Use semantic analysis technology, combined with the types of supervision operations and industry standards, to automatically generate inspection form templates that include mandatory items and verification rules, improving the efficiency and standardization of form production; Report automatic generation unit: According to the rules set by the user and the collected data, the intelligent report generator can automatically generate various supervision and inspection reports. The user only needs to simply select the data fields to be displayed, the report types (such as bar charts, line charts, tables, etc.) and parameters such as the time range of the report in the report generator, and the system can quickly generate the corresponding report. For example, in the monthly safety supervision summary, the user can select all the safety inspection records within this month, display information such as inspection results and the number of potential hazards in tabular form, and generate a bar chart to compare the distribution of safety hazards in different regions, providing an intuitive and clear presentation method for data analysis.

[0033] The risk prediction and decision support module uses historical inspection data and adopts machine learning algorithms such as random forest and support vector machine for feature extraction and model training; Proactively identify high-risk inspection items and provide timely risk warnings to help supervision personnel take measures in advance to reduce risks.

[0034] The permission and security control module is integrated with the GPS positioning system to obtain the user's location information in real time. When the user exceeds the specified geographical fence area, their inspection operation permissions are automatically restricted.

[0035] The intelligent construction system further includes a system and basic information configuration module for role management, permission management, and account management. Role-permission mapping model: An advanced role-permission mapping model is adopted to divide users into different roles such as supervisors, auditors, and administrators, and corresponding permission sets are accurately assigned to each role, including access permissions such as viewing, editing, and deleting data, as well as operation permissions such as initiating supervision tasks and auditing inspection reports for business functions. For example, the supervisor role can be granted the permission to view and edit the supervision and inspection data in their responsible area, as well as the permission to initiate on-site inspection tasks; the auditor role can be granted the permission to audit the inspection reports submitted by supervisors, but does not have the permission to directly modify the inspection data.

[0036] Fine-grained permission control: Fine-grained permission control is implemented. Permissions are not only assigned based on roles, but also flexibly set according to the attributes of data (such as the department to which the data belongs, the sensitivity of the data, etc.) and the links in the business process (such as different stages of tasks). For example, for supervision and inspection data involving sensitive information, only administrators of specific departments and authorized supervisors have access rights; during the approval process, auditors can only perform audit operations at specific audit stages. Once the process enters the next stage, the auditor's permissions will automatically change to ensure the accuracy and security of permission management.

[0037] The intelligent construction system further includes: Data library: Used to store and update data files and enable file calls. Business project library: Used for the entry of business projects, the selection of business templates, the design of inspection rules, and the formulation of inspection plans. Object library: Used to manage inspection objects. Supervision and inspection business management module: Used for task management, on-site inspection, and inspection rectification. Inspection file module: Used for inspection files.

[0038] Embodiment 2

[0039] This embodiment is a specific implementation manner of the intelligent construction system for supervision and inspection services described in Embodiment 1. The specific application process is as follows: (I) Software deployment and initialization 1. System Deployment: The intelligent construction system for supervision and inspection operations can be deployed on the enterprise's internal server or on the cloud by selecting a reliable cloud service provider. According to the enterprise's network architecture and security requirements, corresponding network configurations and security settings are carried out to ensure the stable operation of the software system and its smooth communication with other systems within the enterprise.

[0040] 2. Initialization Settings: When the software system runs for the first time, the administrator needs to perform initialization operations, including creating user accounts and roles, assigning initial permissions to different roles; importing the enterprise's basic data, such as department structure, employee information, etc.; and making a preliminary configuration of the business template library. According to the actual supervision and inspection business needs of the enterprise, certain preset templates are decided to be enabled or disabled.

[0041] (II) Business Application Development Based on a Low-Code Platform 1. Business Process Design: Taking the safety supervision business as an example, the business analyst or the supervisor of supervision and inspection operations opens the visual process designer of the low-code development module, drags task assignment nodes, inspector task execution nodes, reviewer review nodes, etc. from the component library to the design canvas, and connects these nodes in the logical order of the business process using connection lines. For example, first assign a safety supervision task to a specific inspector. After the inspector completes the on-site inspection, the inspection report is submitted, and then the reviewer reviews the report.

[0042] 2. Form Design: Design exclusive data forms for each business process node. At the task assignment node, design a task assignment form containing fields such as task name, task description, assignment time, inspector name, etc.; at the inspector task execution node, design a safety inspection form covering fields such as inspection time, inspection location, inspection items, hidden dangers found, etc. Through the form design function of the low-code development module, users can drag form components such as text boxes, dropdown boxes, date pickers, etc. to the form design area and set the attributes and validation rules of each component to ensure the accuracy and integrity of the data.

[0043] 3. Template Selection and Customization: If the enterprise's safety supervision business has a high similarity to the safety supervision template in the business template library module, users can directly select this template as the basis. Then, according to the specific requirements of the enterprise, customize and modify the template. For example, add inspection fields for specific equipment to the safety inspection form of the template or adjust the approver settings of the review process. With the template custom editing function, users can easily make personalized modifications to the template without having to design the business process and forms from scratch.

[0044] (III) Data Integration and Update 1. Data source configuration: The administrator configures the connection information with external data sources in the data integration interface module. For internal enterprise databases, enter information such as the database address, port, username, and password, and select the corresponding database type (such as MySQL, Oracle, etc.); for government open data platforms, enter the API address and authentication information of the platform; for sensor devices, configure the communication protocol and data interface of the device to ensure stable access to the data source.

[0045] 2. Data synchronization settings: According to business requirements, flexibly set the data synchronization method and frequency. For example, for environmental monitoring data with high real-time requirements, set to synchronize data from sensor devices every 5 minutes; for relatively stable data such as employee information within the enterprise, set to synchronize data once every day at midnight. Through the scheduled task function or event trigger mechanism of the data integration interface, achieve data synchronization and update with external data sources.

[0046] 3. Data update and usage: When data is synchronized from an external data source to the software system, the relevant supervision and inspection business management module can obtain the latest data in real time. For example, in the safety supervision business, when supervisors conduct on-site inspections, they can view the latest employee information and equipment ledger data on mobile devices in real time, providing accurate and comprehensive data support for inspection work and ensuring the efficient conduct of inspection work.

[0047] (IV) Report generation and usage 1. Report generation settings: After the supervisor completes the safety inspection task, the reviewer needs to generate an inspection report. The reviewer opens the intelligent form and report generation module and selects the safety inspection report template. In the report generation settings interface, select the data scope of this inspection (such as inspection data within a certain time period or a certain area), determine that the report type is in tabular form, and set information such as the title and subtitle of the report to clarify the core content and theme of the report.

[0048] 2. Report generation and preview: Click the generate report button, and the intelligent report generator automatically generates a safety inspection report according to the set parameters and selected data. The reviewer can view the report effect in the preview interface and check the accuracy of the data and the standardization of the format. If it is necessary to adjust the report content or format, the reviewer can return to the report generation settings interface for modification to ensure the report quality.

[0049] 3. Report export and sharing: After the reviewer confirms that the report is correct, export the report to PDF format and send it to the superior leader for approval. After receiving the report, the superior leader can open the PDF file on a computer or mobile device for viewing. At the same time, the reviewer can also print out the report for archiving as an official document.

[0050] (V) User permission management and operations 1. User Role and Permission Assignment: In the permission and security control module, the administrator creates different user roles, such as inspectors, auditors, administrators, etc., according to the enterprise's organizational structure and business processes, and assigns corresponding permissions to each role. For example, the inspector role is assigned the permission to create and edit safety inspection tasks in their responsible area, as well as the permission to view relevant inspection data; the auditor role is assigned the permission to review the inspection reports submitted by the inspector.

[0051] 2. User Operations and Permission Control: After logging in to the software system, the inspector can only see and operate on the functions and data within their permission scope. For example, in the task module, they can only view and process the inspection tasks assigned to them, and clicking on the task details can view the basic information, data forms, and execution progress related to the task. In terms of data viewing, for data involving sensitive information or exclusive to other departments, the system will block it according to its permission settings to ensure data security.

[0052] 3. When the inspector completes the on-site inspection and submits the inspection report in the system, the report will be transferred to the auditor according to the preset process. After logging in to the system, the auditor will receive a reminder of the report to be reviewed in the to-do list. Clicking on it to enter the review page, they can view the detailed content of the report, including inspection results, discovered problems, and relevant evidence, etc. The auditor conducts review operations on the report according to their own permissions, such as approving, rejecting, or requesting supplementary materials, and can fill in specific review opinions and suggestions in the review comment column. All these operations and opinions will be recorded by the system for subsequent traceability and query.

[0053] 4. Throughout the entire business process, whether it is the adjustment of the business process, the update of data, or the change of user permissions, it can be efficiently processed through the corresponding management module of the system. For example, if the enterprise's inspection business process needs to be modified due to policy adjustments or internal management optimization, the business analyst or administrator can enter the visual operation interface of the low-code development module again to adjust the relevant process nodes and connection relationships, and can quickly implement the update and optimization of the business process without complex code writing work.

[0054] 5. Another example is that when the enterprise introduces new data sources or needs to modify the connection parameters of existing data sources, the administrator reconfigures the connection information and synchronization rules in the data integration interface module according to the requirements of the new data source to ensure the stable acquisition and timely update of data. At the same time, for user permission management, if there are changes in the enterprise's internal organizational structure or job functions, the administrator can quickly reassign and adjust user roles and corresponding permissions in the user permission management system to ensure the security of the system and the smooth operation of the business process.

[0055] 6. Through the close cooperation and collaborative work of each of the above links, the supervision and inspection business software system based on the low-code platform can effectively meet the diverse needs of enterprises in the supervision and inspection business, greatly improve work efficiency, reduce costs, and ensure data security and business compliance, providing strong technical support for the stable development of enterprises.

[0056] As described above, the above are only specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art within the technical scope disclosed by the present invention can easily think of changes or substitutions, which should all be covered within the protection scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims

1. An intelligent construction system for inspection and patrol business, characterized in that: It includes low-code development module, business template library module, data integration interface module, dynamic compliance rule engine module, intelligent form and report generation module, risk prediction and decision support module, and permission and security control module; The user designs the business process through the low-code development module and calls the template in the business template library module to quickly build the application; The data integration interface module collects data from external data sources and transmits it to the dynamic compliance rule engine module for compliance verification; The intelligent form and report generation module automatically generates inspection forms, combined with the geo-fencing function of the permission and security control module, to ensure compliance of inspection behavior; The risk prediction and decision support module analyzes historical data, triggers risk warnings, and assists users in adjusting inspection plans; The authority and security control module ensures the integrity of operation authority and data.

2. According to claim 1, an intelligent construction system for supervising and patrolling business is characterized in that: The low-code development module includes: Visual operation interface: used by users to place corresponding predefined components on the design canvas according to business needs; Component parameter configuration unit: used for the user to configure parameters for each component placed on the design canvas through the property panel; Process Designer: Allows users to inspect and check business processes with intuitive graphical design.

3. According to claim 1, an intelligent construction system for supervising and patrolling business is characterized in that: The business template library module has built-in preset templates for different inspection and supervision scenarios. The preset templates are designed based on common inspection and supervision business types and industry standards, covering safety inspection templates, environmental inspection templates, and compliance review templates. Each template contains the basic business process, data form, and report format under the corresponding business scenario; At the same time, users can modify and improve the preset template according to actual business needs.

4. According to claim 1, an intelligent construction system for supervising and patrolling business is characterized in that: The data integration interface module supports seamless connection with multiple external data sources, is compatible with multiple transmission protocols, and through scheduled tasks or event triggering mechanisms, can automatically and timely obtain the latest data from the data source and update it to the local database or cache.

5. The intelligent construction system for supervising and inspecting business according to claim 1 is characterized in that: The dynamic compliance rule engine module includes: Policy text parsing unit: pre-train various regulatory texts through artificial intelligence models to extract corresponding key constraints; Rule mapping unit: converting the extracted key constraint conditions into logic judgment nodes; Dynamic update unit: When regulatory revisions are detected, the new regulatory text is automatically captured and the rule base is updated.

6. The intelligent construction system for supervising and patrolling business according to claim 1 is characterized in that: The smart form and report generation module includes: Semantic analysis template generation unit: Using semantic analysis technology, combined with the inspection business type and industry standards, it automatically generates an inspection form template containing mandatory items and verification rules; Automatic report generation unit: Based on the rules set by the user and the collected data, it can automatically generate various inspection reports.

7. The intelligent construction system for supervising and patrolling business according to claim 1 is characterized in that: The risk prediction and decision support module uses historical inspection data, random forests and support vector machines for feature extraction and model training, proactively identifies high-risk inspection items, and provides timely risk warnings.

8. The intelligent construction system for supervising and patrolling business according to claim 1 is characterized in that: The permission and security control module is integrated with the GPS positioning system to obtain user location information in real time, and automatically restricts the user's inspection operation permissions when the user exceeds the designated geographic fence area.

9. The intelligent construction system for supervising and patrolling business according to claim 1 is characterized in that: The intelligent construction system also includes a system and basic information configuration module for role management, authority management, and account management; A role-permission mapping model is adopted to divide users into different roles, and a corresponding set of permissions is accurately assigned to each role. In addition, permissions can be flexibly set according to the attributes of the data and the links of the business process.

10. The intelligent construction system for supervising and patrolling business according to claim 1, characterized in that: The intelligent construction system also includes: Database: used to store and update data files, as well as to call files; Business project library: used for entering business projects, selecting business templates, designing inspection rules, and formulating inspection plans; Object library: used to manage inspection objects; Supervision and inspection business management module: used for task management, on-site inspection and inspection rectification; Check archive module: used to check archives.

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